relation
stringclasses
28 values
head
stringlengths
1
255
tail
stringlengths
1
255
ReceivesAction
hockey
played on ice
AtLocation
restrooms
a rest area
HasPrerequisite
eat breakfast
make an breakfast
AtLocation
a book
the table
AtLocation
dust
the refrigerator
UsedFor
a letter
communication
UsedFor
a dynamite
blowing things up
AtLocation
shades
a window
HasA
Cats
eyes
AtLocation
a cat
the bag
IsA
a rook
a chess piece
IsA
Quartz
a mineral
AtLocation
something
the barn
UsedFor
a planet
live on
AtLocation
an eraser
a desk
UsedFor
buying presents
christmas
UsedFor
a saloon
drinking
AtLocation
a piece
information in books
AtLocation
someone
a university
Causes
finding a lost item
happiness
UsedFor
a door
enter a room
HasPrerequisite
kill
get a weapon
HasPrerequisite
destroying your enemy
planning
HasA
a garden
flowers
HasSubevent
sew
thread the needle
UsedFor
a forklift
move heavy objects
IsA
lightning
electricity
AtLocation
casket
a funeral
ReceivesAction
taxes
paid
IsA
axe
a tool
HasPrerequisite
propose to a woman
buy a ring
CausesDesire
being tired
sleep
AtLocation
a vacuum
space
HasProperty
reading books
fun
Desires
a person
a vacation
AtLocation
stairs
a building
UsedFor
tanning lotion
preventing sunburn
CapableOf
The wind
blow to the east
HasSubevent
stop your car
brake
HasPrerequisite
ride a horse
put a saddle on the horse
UsedFor
a glass of milk
drinking
Causes
expressing yourself
embarrassment
HasSubevent
entertaining people
singing
AtLocation
people
an apartment
ReceivesAction
Paper
written on
Causes
buying presents for others
happiness
CapableOf
A cat
drink milk
AtLocation
news
television
HasSubevent
burying the cat
cry
UsedFor
a dish
eat things off of
UsedFor
burlap
make a bag
AtLocation
something
the bottom of a lake
AtLocation
a box
the basement
IsA
a verb
a word
AtLocation
tables
a resturant
HasSubevent
see your favorite show
laugh
AtLocation
a book
a university
AtLocation
a glue stick
a desk
UsedFor
a boat
fishing
IsA
The Eiffel Tower
in Paris, France
CapableOf
a ship
weather a storm
UsedFor
playing sport
Winning
CapableOf
Wires
short circuit
Causes
swimming
drowning
CapableOf
Beavers
build dams
HasPrerequisite
take in a film
go to the cinema
AtLocation
toilets
a rest area
AtLocation
a cemetery
a city
CapableOf
grocers
bag groceries
HasPrerequisite
read the newspaper
know how to read
CapableOf
an apple
fall from a tree
HasPrerequisite
talk with someone far away
call them on the phone
HasA
Apples
seeds
UsedFor
a bridge
crossing water
Causes
having a shower
getting clean
Causes
living a life
happiness
HasA
Each hand
one thumb
AtLocation
a waiting room
the doctor
HasSubevent
attend a meeting
take notes
CapableOf
A speaker
field questions
HasPrerequisite
listening to the radio
tuning in a station
HasSubevent
play poker
lose money
CapableOf
The girls
meet the boys
AtLocation
something
the surface
CapableOf
A passenger
board a ship
CapableOf
A Moses
part the Red Sea
UsedFor
an arm
wave
HasPrerequisite
get paid
get a job
HasSubevent
watch a movie
CRY
AtLocation
a tree
a state park
AtLocation
a computer
a table
AtLocation
dental floss
the bathroom
AtLocation
welcome mat
the front door
CapableOf
A fan
cool a person
UsedFor
a boat
floating on the water
ReceivesAction
Paper
burned
AtLocation
craters
the moon
HasPrerequisite
find a lost item
retrace your steps
AtLocation
padding
the carpet
HasA
chairs
four legs

Dataset Card for "relbert/conceptnet"

Dataset Summary

The selected subset of ConceptNet used in this work. We removed NotCapableOf and NotDesires to keep the positive relation only. We consider the original test set as test set, dev1 as the training set, and dev2 as the validation set.

  • Number of instances
train validation test
number of pairs 583082 1184 1187
number of unique relation types 28 20 19
  • Number of pairs in each relation type
number of pairs (train) number of pairs (validation) number of pairs (test)
AtLocation 69838 230 250
CapableOf 71840 124 144
Causes 34732 52 45
CausesDesire 9616 15 5
CreatedBy 534 1 2
DefinedAs 11048 2 1
DesireOf 28 0 0
Desires 8960 20 8
HasA 19234 43 41
HasFirstSubevent 7350 2 1
HasLastSubevent 5916 5 0
HasPainCharacter 2 0 0
HasPainIntensity 2 0 0
HasPrerequisite 47298 116 109
HasProperty 36610 63 70
HasSubevent 52468 82 83
InheritsFrom 112 0 0
InstanceOf 138 0 0
IsA 71034 197 211
LocatedNear 6 0 0
LocationOfAction 6 0 0
MadeOf 1518 10 14
MotivatedByGoal 23668 17 8
PartOf 5402 19 22
ReceivesAction 20656 15 11
RelatedTo 178 0 1
SymbolOf 328 2 0
UsedFor 84560 169 161

Dataset Structure

An example of train looks as follows.

{
  "relation": "IsA",
  "head": "baseball",
  "tail": "sport"
}

Citation Information

@InProceedings{P16-1137,
  author = 	"Li, Xiang
        and Taheri, Aynaz
        and Tu, Lifu
        and Gimpel, Kevin",
  title = 	"Commonsense Knowledge Base Completion",
  booktitle = 	"Proceedings of the 54th Annual Meeting of the Association for      Computational Linguistics (Volume 1: Long Papers)    ",
  year = 	"2016",
  publisher = 	"Association for Computational Linguistics",
  pages = 	"1445--1455",
  location = 	"Berlin, Germany",
  doi = 	"10.18653/v1/P16-1137",
  url = 	"http://aclweb.org/anthology/P16-1137"
}
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